message passing

Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing CVPR 2024 GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting AAAI 2024 GRANOLA: Adaptive Normalization for Graph Neural Networks NeurIPS 2024 Graph Bayesian Optimization for Multiplex Influence Maximization AAAI 2024 GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks ICLR 2024 Graph Coarsening with Message-Passing Guarantees NeurIPS 2024 Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024 Graph Neural Networks and Arithmetic Circuits NeurIPS 2024 Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024 Higher-Order Causal Message Passing for Experimentation with Complex Interference NeurIPS 2024 How Does Message Passing Improve Collaborative Filtering? NeurIPS 2024 Improving Distinguishability of Class for Graph Neural Networks AAAI 2024 InterpGNN: Understand and Improve Generalization Ability of Transdutive GNNs through the Lens of Interplay between Train and Test Nodes ICLR 2024 Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NeurIPS 2024 Learning From Simplicial Data Based on Random Walks and 1D Convolutions ICLR 2024 Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024 Learning on Large Graphs using Intersecting Communities NeurIPS 2024 Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation NeurIPS 2024 Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem UAI 2024 Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning JMLR 2024 Link Prediction for Flow-Driven Spatial Networks WACV 2024 Link Prediction in Multilayer Networks via Cross-Network Embedding AAAI 2024 Locality-Aware Graph Rewiring in GNNs ICLR 2024 Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation ICLR 2024 Message Passing on Semantic-Anchor-Graphs for Fine-grained Emotion Representation Learning and Classification EMNLP 2024